Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Abstract: For your convenience, this month's Section News PDF includes bookmarks for each section. After opening the PDF, select the “Bookmark” tab on the left side of your screen, and click on the name of the section you are interested in reading. American Ethnological Society (AES): Joanna Davidson, ed. “Sharon Stephens Prize for First Book,” by Sharryn Kasmir Anthropology and Environment Section (A&E): Terre Satterfield, ed. “State of the Section Report,” by Janis B Alcorn Archeology Division (AD): James M Skibo, ed. Association for Africanist Anthropology (AfAA): Jennifer E Coffman, ed. “AfAA in Philadelphia,” by Bennetta Jules‐Rosette and Jennifer E Coffman Association of Black Anthropologists (ABA): karen g williams and Bianca C Williams, eds. “Mining Our Scholars' Work,” by karen g williams Association for Feminist Anthropology (AFA): Damla Isik and Jessica Smith, eds. “Sex Work and Ethnography,” by Svati P Shah Association of Indigenous Anthropologists (AIA): JoAllyn Archambault, ed. Association for Latina and Latino Anthropologists (ALLA): Luis FB Plascencia, ed. Association for Political and Legal Anthropology (APLA): Mona Bhan and Noelle Molé, eds. “Masculinity, War and Sacrifice at Home,” by Jessica Johnson Association of Senior Anthropologists (ASA): Paul L Doughty, ed. “On Stupidity,” by Alice Kehoe Biological Anthropology Section (BAS): Virginia J Vitzthum, ed. Central States Anthropological Society (CSAS): Evelyn Dean‐Olmstead and Angela Glaros, eds. Council on Anthropology and Education (CAE): Steve Bialostok, ed. Council for Museum Anthropology (CMA): Margaret Bruchac, ed. “Increasing the Relevance of Museum Anthropology,” by Alex W Barker Culture and Agriculture (C&A): Ronald Rich, ed. Evolutionary Anthropology Society (EAS): John P Ziker, ed. General Anthropology Division (GAD): Luke Eric Lassiter, ed. “2009 GAD Awards and 2010 Call for Nominations,” by Christopher A Furlow Middle East Section (MES): Emilio Spadola, ed. “Brinkley Messick Wins MES Distinguished Scholar Award,” by Anne Meneley (Trent U); “MES for Students Is Now on Facebook!” by Yasmin Moll National Association for the Practice of Anthropology (NAPA): Christine Miller, ed. “Circulation: Preparing for the 2010 AAA Meeting,” by Carol Hafford National Association of Student Anthropologists (NASA): Keri A Canada, ed. Society for Anthropological Sciences (SAS): Stephen Lyon, ed. “A Message from the Incoming President,” by Peter N Peregrine Society for Anthropology in Community Colleges (SACC): Lloyd Miller, ed. “SACCFEST 2010—San Francisco,” by George Rodgers; “Speaking of Twitter…” by Bob Muckle Society for the Anthropology of Europe (SAE): Deborah R Altamirano, ed. “Old and New Minorities in Europe,” by Vasiliki P Neofotistos; “Lévi‐Strauss, Europe and the Ends of Anthropology,” by Deborah Reed‐Danahay and Kate Donahue Society for the Anthropology of Food and Nutrition (SAFN): Rachel Black, ed. “News from the SAFN President,” by Janet Chrzan Society for the Anthropology of North America (SANA): David Kamper, ed. “Bioarchaeological Cemetery Analysis,” by Margaret L David Society for the Anthropology of Religion (SAR): Jennifer Selby, ed. “Book Review: Charles Price's Becoming Rasta ,” by Riva Berleant Society for the Anthropology of Work (SAW): Angela Jancius, ed. “Balancing Children and the Academy,” by Susanne Cohen and Csilla Kalocsai Society for Cultural Anthropology (SCA): Jean M Langford, ed. Society for East Asian Anthropology (SEAA): Jennifer Hubbert and Gordon Mathews, eds. “SEAA Convenes in Philadelphia: AAA 2009,” by Junko Teruyama Society for Latin American and Caribbean Anthropology (SLACA): Annelou Ypeij, ed. “President's Message 2009,” by Ramona Perez Society of Lesbian and Gay Anthropologists (SOLGA): David LR Houston, ed. Society for Linguistic Anthropology (SLA): James Stanlaw and Mark Allen Peterson, eds. “Report on the 2009 SLA Business Meeting,” by James Stanlaw Society for Medical Anthropology (SMA): Kathleen Ragsdale, ed. “SMA at the 2009 AAA Meeting,” by Stéphanie Larchanché Society for Psychological Anthropology (SPA): Jack R Friedman, ed. Society for Urban, National and Transnational/Global Anthropology (SUNTA): Jayne Howell, ed Society for Visual Anthropology (SVA): Wendy Dickinson, ed. “2010 Annual Meeting Call for Proposals,” by Stephanie Takaragawa and Jenny Chio
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.046 | 0.003 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it